Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 13060 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.4 MiB |
| Average record size in memory | 436.5 B |
Variable types
| Text | 3 |
|---|---|
| Categorical | 1 |
| Numeric | 22 |
Ave is highly overall correlated with Batting Runs and 5 other fields | High correlation |
Batting Runs is highly overall correlated with Ave and 7 other fields | High correlation |
Bowling_Runs is highly overall correlated with Cumulative Econ and 7 other fields | High correlation |
Ct is highly overall correlated with Cum Inns Total and 3 other fields | High correlation |
Cum Inns Total is highly overall correlated with Batting Runs and 5 other fields | High correlation |
Cum SR is highly overall correlated with Ave and 4 other fields | High correlation |
Cum batting Ave is highly overall correlated with Ave and 6 other fields | High correlation |
Cum battings Runs Total is highly overall correlated with Ave and 8 other fields | High correlation |
Cumulative Econ is highly overall correlated with Bowling_Runs and 7 other fields | High correlation |
Cumulative Inns is highly overall correlated with Bowling_Runs and 7 other fields | High correlation |
Cumulative Overs is highly overall correlated with Bowling_Runs and 7 other fields | High correlation |
Cumulative Runs is highly overall correlated with Bowling_Runs and 7 other fields | High correlation |
Cumulative Wkts is highly overall correlated with Bowling_Runs and 7 other fields | High correlation |
D/I is highly overall correlated with Ct and 1 other fields | High correlation |
Dis is highly overall correlated with Ct and 3 other fields | High correlation |
Econ is highly overall correlated with Bowling_Runs and 6 other fields | High correlation |
Inns is highly overall correlated with Ave and 5 other fields | High correlation |
Mat is highly overall correlated with Batting Runs and 1 other fields | High correlation |
Overs is highly overall correlated with Bowling_Runs and 7 other fields | High correlation |
SR is highly overall correlated with Ave and 4 other fields | High correlation |
Wkts is highly overall correlated with Bowling_Runs and 6 other fields | High correlation |
Inns has 1336 (10.2%) zeros | Zeros |
Batting Runs has 2074 (15.9%) zeros | Zeros |
SR has 2074 (15.9%) zeros | Zeros |
Ave has 2074 (15.9%) zeros | Zeros |
Cum batting Ave has 984 (7.5%) zeros | Zeros |
Cum battings Runs Total has 984 (7.5%) zeros | Zeros |
Cum Inns Total has 602 (4.6%) zeros | Zeros |
Cum SR has 984 (7.5%) zeros | Zeros |
Overs has 4706 (36.0%) zeros | Zeros |
Bowling_Runs has 4705 (36.0%) zeros | Zeros |
Wkts has 6260 (47.9%) zeros | Zeros |
Econ has 4705 (36.0%) zeros | Zeros |
Cumulative Overs has 3742 (28.7%) zeros | Zeros |
Cumulative Wkts has 4750 (36.4%) zeros | Zeros |
Cumulative Runs has 3741 (28.6%) zeros | Zeros |
Cumulative Inns has 3741 (28.6%) zeros | Zeros |
Cumulative Econ has 3741 (28.6%) zeros | Zeros |
Dis has 2401 (18.4%) zeros | Zeros |
Ct has 2435 (18.6%) zeros | Zeros |
St has 12001 (91.9%) zeros | Zeros |
D/I has 2401 (18.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-06 14:22:13.737387 |
|---|---|
| Analysis finished | 2024-11-06 14:25:09.626948 |
| Duration | 2 minutes and 55.89 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
Player
Text
| Distinct | 3532 |
|---|---|
| Distinct (%) | 27.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 860.4 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 19 |
| Mean length | 10.449234 |
| Min length | 5 |
Characters and Unicode
| Total characters | 136467 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1056 ? |
|---|---|
| Unique (%) | 8.1% |
Sample
| 1st row | A Ahmadhel |
|---|---|
| 2nd row | A Ahmadhel |
| 3rd row | A Ahmadhel |
| 4th row | A Ahmadhel |
| 5th row | A Ahmadhel |
| Value | Count | Frequency (%) |
| a | 346 | 1.3% |
| s | 343 | 1.3% |
| khan | 286 | 1.1% |
| r | 243 | 0.9% |
| m | 224 | 0.8% |
| ali | 213 | 0.8% |
| mohammad | 209 | 0.8% |
| d | 201 | 0.8% |
| singh | 188 | 0.7% |
| j | 188 | 0.7% |
| Other values (3717) | 24072 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 16802 | 12.3% |
| 13453 | 9.9% | |
| i | 7163 | 5.2% |
| e | 7014 | 5.1% |
| n | 6687 | 4.9% |
| r | 6306 | 4.6% |
| h | 5917 | 4.3% |
| l | 4711 | 3.5% |
| o | 4450 | 3.3% |
| s | 4152 | 3.0% |
| Other values (45) | 59812 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 136467 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 16802 | 12.3% |
| 13453 | 9.9% | |
| i | 7163 | 5.2% |
| e | 7014 | 5.1% |
| n | 6687 | 4.9% |
| r | 6306 | 4.6% |
| h | 5917 | 4.3% |
| l | 4711 | 3.5% |
| o | 4450 | 3.3% |
| s | 4152 | 3.0% |
| Other values (45) | 59812 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 136467 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 16802 | 12.3% |
| 13453 | 9.9% | |
| i | 7163 | 5.2% |
| e | 7014 | 5.1% |
| n | 6687 | 4.9% |
| r | 6306 | 4.6% |
| h | 5917 | 4.3% |
| l | 4711 | 3.5% |
| o | 4450 | 3.3% |
| s | 4152 | 3.0% |
| Other values (45) | 59812 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 136467 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 16802 | 12.3% |
| 13453 | 9.9% | |
| i | 7163 | 5.2% |
| e | 7014 | 5.1% |
| n | 6687 | 4.9% |
| r | 6306 | 4.6% |
| h | 5917 | 4.3% |
| l | 4711 | 3.5% |
| o | 4450 | 3.3% |
| s | 4152 | 3.0% |
| Other values (45) | 59812 |
Season
Categorical
| Distinct | 41 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 797.5 KiB |
| 2024 | |
|---|---|
| 2022 | |
| 2023 | |
| 2023/24 | |
| 2021/22 | |
| Other values (36) |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 5.5190658 |
| Min length | 4 |
Characters and Unicode
| Total characters | 72079 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2019/20 |
|---|---|
| 2nd row | 2020 |
| 3rd row | 2020/21 |
| 4th row | 2021 |
| 5th row | 2023 |
Common Values
| Value | Count | Frequency (%) |
| 2024 | 1267 | 9.7% |
| 2022 | 1080 | 8.3% |
| 2023 | 951 | 7.3% |
| 2023/24 | 890 | 6.8% |
| 2021/22 | 827 | 6.3% |
| 2022/23 | 794 | 6.1% |
| 2019/20 | 714 | 5.5% |
| 2019 | 637 | 4.9% |
| 2021 | 611 | 4.7% |
| 2018/19 | 364 | 2.8% |
| Other values (31) | 4925 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2024 | 1267 | 9.7% |
| 2022 | 1080 | 8.3% |
| 2023 | 951 | 7.3% |
| 2023/24 | 890 | 6.8% |
| 2021/22 | 827 | 6.3% |
| 2022/23 | 794 | 6.1% |
| 2019/20 | 714 | 5.5% |
| 2019 | 637 | 4.9% |
| 2021 | 611 | 4.7% |
| 2018/19 | 364 | 2.8% |
| Other values (31) | 4925 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 27147 | |
| 0 | 16349 | |
| 1 | 9395 | 13.0% |
| / | 6613 | 9.2% |
| 3 | 3367 | 4.7% |
| 4 | 2902 | 4.0% |
| 9 | 2292 | 3.2% |
| 8 | 1218 | 1.7% |
| 5 | 1045 | 1.4% |
| 6 | 890 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 72079 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 27147 | |
| 0 | 16349 | |
| 1 | 9395 | 13.0% |
| / | 6613 | 9.2% |
| 3 | 3367 | 4.7% |
| 4 | 2902 | 4.0% |
| 9 | 2292 | 3.2% |
| 8 | 1218 | 1.7% |
| 5 | 1045 | 1.4% |
| 6 | 890 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 72079 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 27147 | |
| 0 | 16349 | |
| 1 | 9395 | 13.0% |
| / | 6613 | 9.2% |
| 3 | 3367 | 4.7% |
| 4 | 2902 | 4.0% |
| 9 | 2292 | 3.2% |
| 8 | 1218 | 1.7% |
| 5 | 1045 | 1.4% |
| 6 | 890 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 72079 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 27147 | |
| 0 | 16349 | |
| 1 | 9395 | 13.0% |
| / | 6613 | 9.2% |
| 3 | 3367 | 4.7% |
| 4 | 2902 | 4.0% |
| 9 | 2292 | 3.2% |
| 8 | 1218 | 1.7% |
| 5 | 1045 | 1.4% |
| 6 | 890 | 1.2% |
Mat
Real number (ℝ)
HIGH CORRELATION
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.6346095 |
| Minimum | 1 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 11 |
| Maximum | 24 |
| Range | 23 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.3904633 |
|---|---|
| Coefficient of variation (CV) | 0.73155318 |
| Kurtosis | 2.6837647 |
| Mean | 4.6346095 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.4693552 |
| Sum | 60528 |
| Variance | 11.495241 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 2 | 2077 | |
| 3 | 2010 | |
| 1 | 1940 | |
| 4 | 1754 | |
| 5 | 1338 | |
| 6 | 1000 | |
| 7 | 706 | 5.4% |
| 8 | 555 | 4.2% |
| 9 | 452 | 3.5% |
| 10 | 354 | 2.7% |
| Other values (14) | 874 |
| Value | Count | Frequency (%) |
| 1 | 1940 | |
| 2 | 2077 | |
| 3 | 2010 | |
| 4 | 1754 | |
| 5 | 1338 | |
| 6 | 1000 | |
| 7 | 706 | 5.4% |
| 8 | 555 | 4.2% |
| 9 | 452 | 3.5% |
| 10 | 354 | 2.7% |
| Value | Count | Frequency (%) |
| 24 | 5 | < 0.1% |
| 23 | 3 | < 0.1% |
| 22 | 3 | < 0.1% |
| 21 | 8 | 0.1% |
| 20 | 14 | 0.1% |
| 19 | 10 | 0.1% |
| 18 | 30 | |
| 17 | 35 | |
| 16 | 50 | |
| 15 | 71 |
Inns
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4040582 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 1336 |
| Zeros (%) | 10.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 10 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.0671678 |
|---|---|
| Coefficient of variation (CV) | 0.90103273 |
| Kurtosis | 3.5372443 |
| Mean | 3.4040582 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.6421831 |
| Sum | 44457 |
| Variance | 9.4075186 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 1 | 2704 | |
| 2 | 2263 | |
| 3 | 1898 | |
| 4 | 1433 | |
| 0 | 1336 | |
| 5 | 1002 | 7.7% |
| 6 | 672 | 5.1% |
| 7 | 440 | 3.4% |
| 8 | 354 | 2.7% |
| 9 | 262 | 2.0% |
| Other values (15) | 696 | 5.3% |
| Value | Count | Frequency (%) |
| 0 | 1336 | |
| 1 | 2704 | |
| 2 | 2263 | |
| 3 | 1898 | |
| 4 | 1433 | |
| 5 | 1002 | 7.7% |
| 6 | 672 | 5.1% |
| 7 | 440 | 3.4% |
| 8 | 354 | 2.7% |
| 9 | 262 | 2.0% |
| Value | Count | Frequency (%) |
| 24 | 1 | < 0.1% |
| 23 | 2 | < 0.1% |
| 22 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 4 | < 0.1% |
| 19 | 5 | < 0.1% |
| 18 | 15 | 0.1% |
| 17 | 18 | 0.1% |
| 16 | 29 | |
| 15 | 45 |
Batting Runs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 452 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.308806 |
| Minimum | 0 |
|---|---|
| Maximum | 749 |
| Zeros | 2074 |
| Zeros (%) | 15.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 23 |
| Q3 | 71 |
| 95-th percentile | 213 |
| Maximum | 749 |
| Range | 749 |
| Interquartile range (IQR) | 67 |
Descriptive statistics
| Standard deviation | 77.109394 |
|---|---|
| Coefficient of variation (CV) | 1.4464664 |
| Kurtosis | 8.9331327 |
| Mean | 53.308806 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 2.594246 |
| Sum | 696213 |
| Variance | 5945.8586 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2074 | 15.9% |
| 1 | 488 | 3.7% |
| 2 | 362 | 2.8% |
| 4 | 290 | 2.2% |
| 5 | 269 | 2.1% |
| 3 | 264 | 2.0% |
| 6 | 256 | 2.0% |
| 7 | 231 | 1.8% |
| 8 | 208 | 1.6% |
| 9 | 194 | 1.5% |
| Other values (442) | 8424 |
| Value | Count | Frequency (%) |
| 0 | 2074 | |
| 1 | 488 | 3.7% |
| 2 | 362 | 2.8% |
| 3 | 264 | 2.0% |
| 4 | 290 | 2.2% |
| 5 | 269 | 2.1% |
| 6 | 256 | 2.0% |
| 7 | 231 | 1.8% |
| 8 | 208 | 1.6% |
| 9 | 194 | 1.5% |
| Value | Count | Frequency (%) |
| 749 | 1 | |
| 669 | 1 | |
| 625 | 1 | |
| 612 | 1 | |
| 608 | 1 | |
| 598 | 1 | |
| 597 | 2 | |
| 595 | 1 | |
| 587 | 1 | |
| 575 | 1 |
SR
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 3318 |
|---|---|
| Distinct (%) | 25.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.544076 |
| Minimum | 0 |
|---|---|
| Maximum | 600 |
| Zeros | 2074 |
| Zeros (%) | 15.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 50 |
| median | 96.9 |
| Q3 | 127.27 |
| 95-th percentile | 175 |
| Maximum | 600 |
| Range | 600 |
| Interquartile range (IQR) | 77.27 |
Descriptive statistics
| Standard deviation | 57.822277 |
|---|---|
| Coefficient of variation (CV) | 0.64574096 |
| Kurtosis | 2.1342055 |
| Mean | 89.544076 |
| Median Absolute Deviation (MAD) | 36.43 |
| Skewness | 0.42043334 |
| Sum | 1169445.6 |
| Variance | 3343.4158 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2074 | 15.9% |
| 100 | 599 | 4.6% |
| 50 | 331 | 2.5% |
| 66.66 | 192 | 1.5% |
| 33.33 | 174 | 1.3% |
| 75 | 117 | 0.9% |
| 133.33 | 111 | 0.8% |
| 150 | 110 | 0.8% |
| 200 | 96 | 0.7% |
| 125 | 89 | 0.7% |
| Other values (3308) | 9167 |
| Value | Count | Frequency (%) |
| 0 | 2074 | |
| 5.55 | 1 | < 0.1% |
| 5.88 | 1 | < 0.1% |
| 6.66 | 1 | < 0.1% |
| 7.14 | 3 | < 0.1% |
| 7.31 | 1 | < 0.1% |
| 8.33 | 5 | < 0.1% |
| 8.69 | 1 | < 0.1% |
| 9.09 | 1 | < 0.1% |
| 10 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 600 | 3 | < 0.1% |
| 425 | 1 | < 0.1% |
| 400 | 14 | |
| 360 | 1 | < 0.1% |
| 350 | 6 | < 0.1% |
| 333.33 | 5 | < 0.1% |
| 328.57 | 1 | < 0.1% |
| 314.28 | 1 | < 0.1% |
| 306.66 | 1 | < 0.1% |
| 300 | 17 |
Ave
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1299 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.814848 |
| Minimum | 0 |
|---|---|
| Maximum | 224 |
| Zeros | 2074 |
| Zeros (%) | 15.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.5 |
| median | 10.33 |
| Q3 | 21.4625 |
| 95-th percentile | 45.33 |
| Maximum | 224 |
| Range | 224 |
| Interquartile range (IQR) | 18.9625 |
Descriptive statistics
| Standard deviation | 16.656154 |
|---|---|
| Coefficient of variation (CV) | 1.1242878 |
| Kurtosis | 11.852862 |
| Mean | 14.814848 |
| Median Absolute Deviation (MAD) | 8.67 |
| Skewness | 2.4678281 |
| Sum | 193481.92 |
| Variance | 277.42746 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2074 | 15.9% |
| 1 | 484 | 3.7% |
| 2 | 390 | 3.0% |
| 4 | 294 | 2.3% |
| 3 | 293 | 2.2% |
| 5 | 276 | 2.1% |
| 6 | 243 | 1.9% |
| 7 | 228 | 1.7% |
| 8 | 200 | 1.5% |
| 11 | 192 | 1.5% |
| Other values (1289) | 8386 |
| Value | Count | Frequency (%) |
| 0 | 2074 | |
| 0.25 | 1 | < 0.1% |
| 0.33 | 10 | 0.1% |
| 0.5 | 86 | 0.7% |
| 0.6 | 1 | < 0.1% |
| 0.66 | 12 | 0.1% |
| 0.67 | 1 | < 0.1% |
| 0.75 | 4 | < 0.1% |
| 1 | 484 | 3.7% |
| 1.2 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 224 | 1 | |
| 213 | 1 | |
| 211 | 1 | |
| 155 | 1 | |
| 152 | 1 | |
| 142 | 1 | |
| 138.33 | 1 | |
| 136 | 1 | |
| 134 | 1 | |
| 132 | 1 |
Country
Text
| Distinct | 97 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 836.3 KiB |
Length
| Max length | 24 |
|---|---|
| Median length | 14 |
| Mean length | 8.5653905 |
| Min length | 4 |
Characters and Unicode
| Total characters | 111864 |
|---|---|
| Distinct characters | 51 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Bulgaria |
|---|---|
| 2nd row | Bulgaria |
| 3rd row | Bulgaria |
| 4th row | Bulgaria |
| 5th row | Bulgaria |
| Value | Count | Frequency (%) |
| new | 715 | 4.2% |
| australia | 580 | 3.4% |
| west | 568 | 3.4% |
| indies | 568 | 3.4% |
| india | 567 | 3.3% |
| zealand | 566 | 3.3% |
| south | 563 | 3.3% |
| pakistan | 560 | 3.3% |
| england | 560 | 3.3% |
| africa | 545 | 3.2% |
| Other values (103) | 11162 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 17992 | |
| n | 9990 | 8.9% |
| i | 8193 | 7.3% |
| e | 7978 | 7.1% |
| t | 5114 | 4.6% |
| d | 5074 | 4.5% |
| r | 5053 | 4.5% |
| l | 4947 | 4.4% |
| s | 4827 | 4.3% |
| 3894 | 3.5% | |
| Other values (41) | 38802 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 111864 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 17992 | |
| n | 9990 | 8.9% |
| i | 8193 | 7.3% |
| e | 7978 | 7.1% |
| t | 5114 | 4.6% |
| d | 5074 | 4.5% |
| r | 5053 | 4.5% |
| l | 4947 | 4.4% |
| s | 4827 | 4.3% |
| 3894 | 3.5% | |
| Other values (41) | 38802 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 111864 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 17992 | |
| n | 9990 | 8.9% |
| i | 8193 | 7.3% |
| e | 7978 | 7.1% |
| t | 5114 | 4.6% |
| d | 5074 | 4.5% |
| r | 5053 | 4.5% |
| l | 4947 | 4.4% |
| s | 4827 | 4.3% |
| 3894 | 3.5% | |
| Other values (41) | 38802 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 111864 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 17992 | |
| n | 9990 | 8.9% |
| i | 8193 | 7.3% |
| e | 7978 | 7.1% |
| t | 5114 | 4.6% |
| d | 5074 | 4.5% |
| r | 5053 | 4.5% |
| l | 4947 | 4.4% |
| s | 4827 | 4.3% |
| 3894 | 3.5% | |
| Other values (41) | 38802 |
Cum batting Ave
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 3304 |
|---|---|
| Distinct (%) | 25.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.37357 |
| Minimum | 0 |
|---|---|
| Maximum | 126 |
| Zeros | 984 |
| Zeros (%) | 7.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 13.4 |
| Q3 | 22.8625 |
| 95-th percentile | 38 |
| Maximum | 126 |
| Range | 126 |
| Interquartile range (IQR) | 17.8625 |
Descriptive statistics
| Standard deviation | 12.755169 |
|---|---|
| Coefficient of variation (CV) | 0.82968162 |
| Kurtosis | 3.6400642 |
| Mean | 15.37357 |
| Median Absolute Deviation (MAD) | 8.73 |
| Skewness | 1.3207957 |
| Sum | 200778.83 |
| Variance | 162.69433 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 984 | 7.5% |
| 1 | 318 | 2.4% |
| 2 | 229 | 1.8% |
| 4 | 180 | 1.4% |
| 3 | 177 | 1.4% |
| 5 | 170 | 1.3% |
| 6 | 143 | 1.1% |
| 7 | 136 | 1.0% |
| 8 | 102 | 0.8% |
| 10 | 96 | 0.7% |
| Other values (3294) | 10525 |
| Value | Count | Frequency (%) |
| 0 | 984 | |
| 0.17 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.25 | 5 | < 0.1% |
| 0.29 | 1 | < 0.1% |
| 0.33 | 14 | 0.1% |
| 0.38 | 1 | < 0.1% |
| 0.4 | 4 | < 0.1% |
| 0.43 | 1 | < 0.1% |
| 0.44 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 126 | 1 | |
| 117 | 1 | |
| 115 | 1 | |
| 106.3 | 1 | |
| 104 | 1 | |
| 98 | 2 | |
| 96 | 2 | |
| 92 | 1 | |
| 90.27 | 1 | |
| 89.5 | 1 |
Cum battings Runs Total
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1487 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 232.63714 |
| Minimum | 0 |
|---|---|
| Maximum | 4231 |
| Zeros | 984 |
| Zeros (%) | 7.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 14 |
| median | 69 |
| Q3 | 255 |
| 95-th percentile | 1071.05 |
| Maximum | 4231 |
| Range | 4231 |
| Interquartile range (IQR) | 241 |
Descriptive statistics
| Standard deviation | 412.61496 |
|---|---|
| Coefficient of variation (CV) | 1.7736418 |
| Kurtosis | 16.538651 |
| Mean | 232.63714 |
| Median Absolute Deviation (MAD) | 66 |
| Skewness | 3.4813745 |
| Sum | 3038241 |
| Variance | 170251.1 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 984 | 7.5% |
| 1 | 310 | 2.4% |
| 2 | 269 | 2.1% |
| 5 | 198 | 1.5% |
| 3 | 181 | 1.4% |
| 8 | 177 | 1.4% |
| 7 | 169 | 1.3% |
| 4 | 163 | 1.2% |
| 6 | 160 | 1.2% |
| 10 | 136 | 1.0% |
| Other values (1477) | 10313 |
| Value | Count | Frequency (%) |
| 0 | 984 | |
| 1 | 310 | 2.4% |
| 2 | 269 | 2.1% |
| 3 | 181 | 1.4% |
| 4 | 163 | 1.2% |
| 5 | 198 | 1.5% |
| 6 | 160 | 1.2% |
| 7 | 169 | 1.3% |
| 8 | 177 | 1.4% |
| 9 | 107 | 0.8% |
| Value | Count | Frequency (%) |
| 4231 | 1 | |
| 4188 | 1 | |
| 4145 | 1 | |
| 4037 | 1 | |
| 4008 | 1 | |
| 3974 | 1 | |
| 3853 | 1 | |
| 3698 | 1 | |
| 3694 | 1 | |
| 3660 | 1 |
Cum Inns Total
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 128 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.471822 |
| Minimum | 0 |
|---|---|
| Maximum | 151 |
| Zeros | 602 |
| Zeros (%) | 4.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 7 |
| Q3 | 17 |
| 95-th percentile | 50 |
| Maximum | 151 |
| Range | 151 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 17.07756 |
|---|---|
| Coefficient of variation (CV) | 1.2676503 |
| Kurtosis | 8.3439984 |
| Mean | 13.471822 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 2.5413848 |
| Sum | 175942 |
| Variance | 291.64305 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1269 | 9.7% |
| 2 | 1068 | 8.2% |
| 3 | 986 | 7.5% |
| 4 | 886 | 6.8% |
| 5 | 714 | 5.5% |
| 6 | 621 | 4.8% |
| 0 | 602 | 4.6% |
| 7 | 599 | 4.6% |
| 8 | 484 | 3.7% |
| 9 | 421 | 3.2% |
| Other values (118) | 5410 |
| Value | Count | Frequency (%) |
| 0 | 602 | |
| 1 | 1269 | |
| 2 | 1068 | |
| 3 | 986 | |
| 4 | 886 | |
| 5 | 714 | |
| 6 | 621 | |
| 7 | 599 | |
| 8 | 484 | 3.7% |
| 9 | 421 | 3.2% |
| Value | Count | Frequency (%) |
| 151 | 1 | |
| 146 | 1 | |
| 144 | 1 | |
| 143 | 1 | |
| 140 | 1 | |
| 136 | 1 | |
| 131 | 1 | |
| 130 | 2 | |
| 127 | 2 | |
| 123 | 1 |
Cum SR
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6497 |
|---|---|
| Distinct (%) | 49.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.052777 |
| Minimum | 0 |
|---|---|
| Maximum | 600 |
| Zeros | 984 |
| Zeros (%) | 7.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 55.86 |
| median | 93.59 |
| Q3 | 118.47 |
| 95-th percentile | 152.201 |
| Maximum | 600 |
| Range | 600 |
| Interquartile range (IQR) | 62.61 |
Descriptive statistics
| Standard deviation | 45.849254 |
|---|---|
| Coefficient of variation (CV) | 0.52668341 |
| Kurtosis | 2.4095615 |
| Mean | 87.052777 |
| Median Absolute Deviation (MAD) | 29.485 |
| Skewness | 0.1120925 |
| Sum | 1136909.3 |
| Variance | 2102.1541 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 984 | 7.5% |
| 100 | 216 | 1.7% |
| 50 | 214 | 1.6% |
| 33.33 | 106 | 0.8% |
| 25 | 100 | 0.8% |
| 66.66 | 69 | 0.5% |
| 75 | 67 | 0.5% |
| 16.67 | 61 | 0.5% |
| 60 | 41 | 0.3% |
| 37.5 | 39 | 0.3% |
| Other values (6487) | 11163 |
| Value | Count | Frequency (%) |
| 0 | 984 | |
| 2.04 | 1 | < 0.1% |
| 2.38 | 1 | < 0.1% |
| 2.5 | 1 | < 0.1% |
| 2.86 | 1 | < 0.1% |
| 2.94 | 1 | < 0.1% |
| 3.57 | 2 | < 0.1% |
| 4.17 | 1 | < 0.1% |
| 4.76 | 3 | < 0.1% |
| 5 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 600 | 2 | |
| 400 | 1 | |
| 333.33 | 1 | |
| 328.85 | 1 | |
| 300 | 2 | |
| 280 | 1 | |
| 278.57 | 1 | |
| 270.66 | 1 | |
| 266.66 | 2 | |
| 260 | 1 |
player_id
Text
| Distinct | 3559 |
|---|---|
| Distinct (%) | 27.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 829.1 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 104480 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1072 ? |
|---|---|
| Unique (%) | 8.2% |
Sample
| 1st row | 55a5cffb |
|---|---|
| 2nd row | 55a5cffb |
| 3rd row | 55a5cffb |
| 4th row | 55a5cffb |
| 5th row | 55a5cffb |
| Value | Count | Frequency (%) |
| bf1d7d3e | 25 | 0.2% |
| 99b75528 | 25 | 0.2% |
| 740742ef | 25 | 0.2% |
| d2a6c0e6 | 25 | 0.2% |
| 7dc35884 | 24 | 0.2% |
| dcce6f09 | 23 | 0.2% |
| 9ab63e7b | 23 | 0.2% |
| 13c35c9e | 23 | 0.2% |
| ba607b88 | 23 | 0.2% |
| a94e08ea | 23 | 0.2% |
| Other values (3549) | 12821 |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 6829 | 6.5% |
| e | 6788 | 6.5% |
| b | 6787 | 6.5% |
| a | 6723 | 6.4% |
| 8 | 6592 | 6.3% |
| 1 | 6579 | 6.3% |
| 2 | 6560 | 6.3% |
| f | 6548 | 6.3% |
| 3 | 6502 | 6.2% |
| 9 | 6492 | 6.2% |
| Other values (6) | 38080 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 104480 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 6829 | 6.5% |
| e | 6788 | 6.5% |
| b | 6787 | 6.5% |
| a | 6723 | 6.4% |
| 8 | 6592 | 6.3% |
| 1 | 6579 | 6.3% |
| 2 | 6560 | 6.3% |
| f | 6548 | 6.3% |
| 3 | 6502 | 6.2% |
| 9 | 6492 | 6.2% |
| Other values (6) | 38080 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 104480 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 6829 | 6.5% |
| e | 6788 | 6.5% |
| b | 6787 | 6.5% |
| a | 6723 | 6.4% |
| 8 | 6592 | 6.3% |
| 1 | 6579 | 6.3% |
| 2 | 6560 | 6.3% |
| f | 6548 | 6.3% |
| 3 | 6502 | 6.2% |
| 9 | 6492 | 6.2% |
| Other values (6) | 38080 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 104480 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 6829 | 6.5% |
| e | 6788 | 6.5% |
| b | 6787 | 6.5% |
| a | 6723 | 6.4% |
| 8 | 6592 | 6.3% |
| 1 | 6579 | 6.3% |
| 2 | 6560 | 6.3% |
| f | 6548 | 6.3% |
| 3 | 6502 | 6.2% |
| 9 | 6492 | 6.2% |
| Other values (6) | 38080 |
Overs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 339 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.6482466 |
| Minimum | 0 |
|---|---|
| Maximum | 79.4 |
| Zeros | 4706 |
| Zeros (%) | 36.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 12 |
| 95-th percentile | 29 |
| Maximum | 79.4 |
| Range | 79.4 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 10.228883 |
|---|---|
| Coefficient of variation (CV) | 1.3374154 |
| Kurtosis | 4.578812 |
| Mean | 7.6482466 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.9416603 |
| Sum | 99886.1 |
| Variance | 104.63005 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4706 | |
| 4 | 763 | 5.8% |
| 1 | 480 | 3.7% |
| 2 | 467 | 3.6% |
| 3 | 458 | 3.5% |
| 8 | 445 | 3.4% |
| 7 | 343 | 2.6% |
| 6 | 334 | 2.6% |
| 12 | 313 | 2.4% |
| 5 | 270 | 2.1% |
| Other values (329) | 4481 |
| Value | Count | Frequency (%) |
| 0 | 4706 | |
| 0.1 | 13 | 0.1% |
| 0.2 | 11 | 0.1% |
| 0.3 | 7 | 0.1% |
| 0.4 | 9 | 0.1% |
| 0.5 | 10 | 0.1% |
| 1 | 480 | 3.7% |
| 1.1 | 10 | 0.1% |
| 1.2 | 14 | 0.1% |
| 1.3 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 79.4 | 1 | |
| 74 | 1 | |
| 73.4 | 1 | |
| 73 | 1 | |
| 68.5 | 1 | |
| 68.1 | 1 | |
| 68 | 1 | |
| 67.4 | 1 | |
| 66.5 | 1 | |
| 65 | 1 |
Bowling_Runs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 400 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.188821 |
| Minimum | 0 |
|---|---|
| Maximum | 559 |
| Zeros | 4705 |
| Zeros (%) | 36.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 29 |
| Q3 | 86 |
| 95-th percentile | 208 |
| Maximum | 559 |
| Range | 559 |
| Interquartile range (IQR) | 86 |
Descriptive statistics
| Standard deviation | 73.643072 |
|---|---|
| Coefficient of variation (CV) | 1.3106357 |
| Kurtosis | 4.3593706 |
| Mean | 56.188821 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | 1.8976227 |
| Sum | 733826 |
| Variance | 5423.3021 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4705 | |
| 26 | 89 | 0.7% |
| 37 | 87 | 0.7% |
| 22 | 87 | 0.7% |
| 19 | 84 | 0.6% |
| 16 | 84 | 0.6% |
| 29 | 83 | 0.6% |
| 24 | 83 | 0.6% |
| 48 | 83 | 0.6% |
| 25 | 82 | 0.6% |
| Other values (390) | 7593 |
| Value | Count | Frequency (%) |
| 0 | 4705 | |
| 1 | 17 | 0.1% |
| 2 | 13 | 0.1% |
| 3 | 17 | 0.1% |
| 4 | 29 | 0.2% |
| 5 | 38 | 0.3% |
| 6 | 28 | 0.2% |
| 7 | 47 | 0.4% |
| 8 | 55 | 0.4% |
| 9 | 58 | 0.4% |
| Value | Count | Frequency (%) |
| 559 | 1 | < 0.1% |
| 548 | 1 | < 0.1% |
| 521 | 3 | |
| 486 | 1 | < 0.1% |
| 485 | 1 | < 0.1% |
| 468 | 1 | < 0.1% |
| 460 | 1 | < 0.1% |
| 458 | 1 | < 0.1% |
| 457 | 2 | |
| 450 | 1 | < 0.1% |
Wkts
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4974732 |
| Minimum | 0 |
|---|---|
| Maximum | 41 |
| Zeros | 6260 |
| Zeros (%) | 47.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 11 |
| Maximum | 41 |
| Range | 41 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.8646497 |
|---|---|
| Coefficient of variation (CV) | 1.5474239 |
| Kurtosis | 7.5107726 |
| Mean | 2.4974732 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.3545552 |
| Sum | 32617 |
| Variance | 14.935517 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 0 | 6260 | |
| 1 | 1371 | 10.5% |
| 2 | 1142 | 8.7% |
| 3 | 944 | 7.2% |
| 4 | 683 | 5.2% |
| 5 | 540 | 4.1% |
| 6 | 436 | 3.3% |
| 7 | 337 | 2.6% |
| 8 | 284 | 2.2% |
| 9 | 219 | 1.7% |
| Other values (24) | 844 | 6.5% |
| Value | Count | Frequency (%) |
| 0 | 6260 | |
| 1 | 1371 | 10.5% |
| 2 | 1142 | 8.7% |
| 3 | 944 | 7.2% |
| 4 | 683 | 5.2% |
| 5 | 540 | 4.1% |
| 6 | 436 | 3.3% |
| 7 | 337 | 2.6% |
| 8 | 284 | 2.2% |
| 9 | 219 | 1.7% |
| Value | Count | Frequency (%) |
| 41 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 27 | 7 | |
| 26 | 7 | |
| 25 | 4 | |
| 24 | 2 | < 0.1% |
Econ
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 892 |
|---|---|
| Distinct (%) | 6.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0849112 |
| Minimum | 0 |
|---|---|
| Maximum | 39 |
| Zeros | 4705 |
| Zeros (%) | 36.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 6 |
| Q3 | 8.1 |
| 95-th percentile | 11.66 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range (IQR) | 8.1 |
Descriptive statistics
| Standard deviation | 4.4324468 |
|---|---|
| Coefficient of variation (CV) | 0.87168617 |
| Kurtosis | 0.58918853 |
| Mean | 5.0849112 |
| Median Absolute Deviation (MAD) | 3.41 |
| Skewness | 0.46064455 |
| Sum | 66408.94 |
| Variance | 19.646584 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4705 | |
| 8 | 212 | 1.6% |
| 7 | 208 | 1.6% |
| 6 | 199 | 1.5% |
| 9 | 197 | 1.5% |
| 10 | 132 | 1.0% |
| 11 | 117 | 0.9% |
| 5 | 116 | 0.9% |
| 6.5 | 100 | 0.8% |
| 7.5 | 91 | 0.7% |
| Other values (882) | 6983 |
| Value | Count | Frequency (%) |
| 0 | 4705 | |
| 0.5 | 1 | < 0.1% |
| 0.54 | 1 | < 0.1% |
| 1 | 9 | 0.1% |
| 1.33 | 1 | < 0.1% |
| 1.5 | 3 | < 0.1% |
| 1.63 | 1 | < 0.1% |
| 1.71 | 1 | < 0.1% |
| 1.85 | 1 | < 0.1% |
| 2 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 39 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 32 | 2 | < 0.1% |
| 28 | 2 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 27 | 2 | < 0.1% |
| 25.2 | 1 | < 0.1% |
| 25 | 4 | |
| 24 | 8 |
Cumulative Overs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1662 |
|---|---|
| Distinct (%) | 12.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.19438 |
| Minimum | 0 |
|---|---|
| Maximum | 458.1 |
| Zeros | 3742 |
| Zeros (%) | 28.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 10 |
| Q3 | 38 |
| 95-th percentile | 131.21 |
| Maximum | 458.1 |
| Range | 458.1 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 49.08849 |
|---|---|
| Coefficient of variation (CV) | 1.6257493 |
| Kurtosis | 11.020278 |
| Mean | 30.19438 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 2.8799571 |
| Sum | 394338.6 |
| Variance | 2409.6799 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3742 | |
| 1 | 397 | 3.0% |
| 4 | 350 | 2.7% |
| 2 | 305 | 2.3% |
| 3 | 248 | 1.9% |
| 8 | 197 | 1.5% |
| 6 | 191 | 1.5% |
| 5 | 185 | 1.4% |
| 7 | 179 | 1.4% |
| 11 | 179 | 1.4% |
| Other values (1652) | 7087 |
| Value | Count | Frequency (%) |
| 0 | 3742 | |
| 0.1 | 22 | 0.2% |
| 0.2 | 16 | 0.1% |
| 0.3 | 2 | < 0.1% |
| 0.4 | 4 | < 0.1% |
| 0.5 | 8 | 0.1% |
| 1 | 397 | 3.0% |
| 1.1 | 10 | 0.1% |
| 1.2 | 20 | 0.2% |
| 1.3 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 458.1 | 1 | |
| 456.5 | 1 | |
| 446.1 | 1 | |
| 421.5 | 1 | |
| 414.8 | 1 | |
| 414.5 | 1 | |
| 408.2 | 1 | |
| 395.1 | 1 | |
| 388.7 | 1 | |
| 379 | 1 |
Cumulative Wkts
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 131 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.8322358 |
| Minimum | 0 |
|---|---|
| Maximum | 164 |
| Zeros | 4750 |
| Zeros (%) | 36.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 12 |
| 95-th percentile | 44 |
| Maximum | 164 |
| Range | 164 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 16.579015 |
|---|---|
| Coefficient of variation (CV) | 1.6861897 |
| Kurtosis | 11.472463 |
| Mean | 9.8322358 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.9400218 |
| Sum | 128409 |
| Variance | 274.86373 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4750 | |
| 1 | 879 | 6.7% |
| 2 | 673 | 5.2% |
| 3 | 600 | 4.6% |
| 4 | 526 | 4.0% |
| 5 | 450 | 3.4% |
| 6 | 393 | 3.0% |
| 7 | 351 | 2.7% |
| 8 | 287 | 2.2% |
| 9 | 277 | 2.1% |
| Other values (121) | 3874 |
| Value | Count | Frequency (%) |
| 0 | 4750 | |
| 1 | 879 | 6.7% |
| 2 | 673 | 5.2% |
| 3 | 600 | 4.6% |
| 4 | 526 | 4.0% |
| 5 | 450 | 3.4% |
| 6 | 393 | 3.0% |
| 7 | 351 | 2.7% |
| 8 | 287 | 2.2% |
| 9 | 277 | 2.1% |
| Value | Count | Frequency (%) |
| 164 | 1 | |
| 157 | 1 | |
| 149 | 1 | |
| 144 | 1 | |
| 140 | 1 | |
| 138 | 1 | |
| 136 | 1 | |
| 135 | 1 | |
| 134 | 1 | |
| 132 | 2 |
Cumulative Runs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1379 |
|---|---|
| Distinct (%) | 10.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 221.57933 |
| Minimum | 0 |
|---|---|
| Maximum | 3671 |
| Zeros | 3741 |
| Zeros (%) | 28.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 75 |
| Q3 | 278 |
| 95-th percentile | 971 |
| Maximum | 3671 |
| Range | 3671 |
| Interquartile range (IQR) | 278 |
Descriptive statistics
| Standard deviation | 359.30515 |
|---|---|
| Coefficient of variation (CV) | 1.6215644 |
| Kurtosis | 12.161453 |
| Mean | 221.57933 |
| Median Absolute Deviation (MAD) | 75 |
| Skewness | 2.973318 |
| Sum | 2893826 |
| Variance | 129100.19 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3741 | |
| 11 | 72 | 0.6% |
| 22 | 63 | 0.5% |
| 15 | 61 | 0.5% |
| 25 | 58 | 0.4% |
| 12 | 58 | 0.4% |
| 17 | 57 | 0.4% |
| 8 | 53 | 0.4% |
| 27 | 52 | 0.4% |
| 14 | 51 | 0.4% |
| Other values (1369) | 8794 |
| Value | Count | Frequency (%) |
| 0 | 3741 | |
| 1 | 20 | 0.2% |
| 2 | 13 | 0.1% |
| 3 | 22 | 0.2% |
| 4 | 29 | 0.2% |
| 5 | 43 | 0.3% |
| 6 | 17 | 0.1% |
| 7 | 26 | 0.2% |
| 8 | 53 | 0.4% |
| 9 | 34 | 0.3% |
| Value | Count | Frequency (%) |
| 3671 | 1 | |
| 3635 | 1 | |
| 3402 | 1 | |
| 3179 | 1 | |
| 3171 | 1 | |
| 3117 | 1 | |
| 3048 | 1 | |
| 2994 | 1 | |
| 2869 | 1 | |
| 2854 | 1 |
Cumulative Inns
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 111 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.7745023 |
| Minimum | 0 |
|---|---|
| Maximum | 126 |
| Zeros | 3741 |
| Zeros (%) | 28.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 13 |
| 95-th percentile | 41 |
| Maximum | 126 |
| Range | 126 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 14.799181 |
|---|---|
| Coefficient of variation (CV) | 1.5140598 |
| Kurtosis | 8.483 |
| Mean | 9.7745023 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 2.5818444 |
| Sum | 127655 |
| Variance | 219.01577 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3741 | |
| 1 | 1067 | 8.2% |
| 2 | 831 | 6.4% |
| 3 | 712 | 5.5% |
| 4 | 596 | 4.6% |
| 5 | 508 | 3.9% |
| 6 | 432 | 3.3% |
| 7 | 372 | 2.8% |
| 8 | 361 | 2.8% |
| 9 | 361 | 2.8% |
| Other values (101) | 4079 |
| Value | Count | Frequency (%) |
| 0 | 3741 | |
| 1 | 1067 | 8.2% |
| 2 | 831 | 6.4% |
| 3 | 712 | 5.5% |
| 4 | 596 | 4.6% |
| 5 | 508 | 3.9% |
| 6 | 432 | 3.3% |
| 7 | 372 | 2.8% |
| 8 | 361 | 2.8% |
| 9 | 361 | 2.8% |
| Value | Count | Frequency (%) |
| 126 | 1 | < 0.1% |
| 123 | 1 | < 0.1% |
| 120 | 2 | |
| 115 | 1 | < 0.1% |
| 113 | 2 | |
| 112 | 3 | |
| 107 | 1 | < 0.1% |
| 105 | 2 | |
| 103 | 1 | < 0.1% |
| 102 | 3 |
Cumulative Econ
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 2899 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.214006 |
| Minimum | 0 |
|---|---|
| Maximum | 64 |
| Zeros | 3741 |
| Zeros (%) | 28.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 18.06167 |
| Q3 | 23.8 |
| 95-th percentile | 31 |
| Maximum | 64 |
| Range | 64 |
| Interquartile range (IQR) | 23.8 |
Descriptive statistics
| Standard deviation | 11.252113 |
|---|---|
| Coefficient of variation (CV) | 0.73958905 |
| Kurtosis | -1.0491106 |
| Mean | 15.214006 |
| Median Absolute Deviation (MAD) | 7.6526159 |
| Skewness | -0.13673601 |
| Sum | 198694.92 |
| Variance | 126.61004 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3741 | |
| 22 | 118 | 0.9% |
| 24 | 118 | 0.9% |
| 21 | 111 | 0.8% |
| 19 | 110 | 0.8% |
| 16 | 99 | 0.8% |
| 20 | 97 | 0.7% |
| 15 | 95 | 0.7% |
| 23 | 94 | 0.7% |
| 17 | 90 | 0.7% |
| Other values (2889) | 8387 |
| Value | Count | Frequency (%) |
| 0 | 3741 | |
| 1 | 20 | 0.2% |
| 1.5 | 10 | 0.1% |
| 2 | 14 | 0.1% |
| 2.5 | 2 | < 0.1% |
| 2.666666667 | 1 | < 0.1% |
| 3 | 12 | 0.1% |
| 3.25 | 1 | < 0.1% |
| 3.5 | 2 | < 0.1% |
| 4 | 28 | 0.2% |
| Value | Count | Frequency (%) |
| 64 | 1 | |
| 60 | 2 | |
| 58 | 1 | |
| 57 | 1 | |
| 55 | 1 | |
| 54 | 1 | |
| 52 | 1 | |
| 51 | 1 | |
| 50 | 2 | |
| 49.33333333 | 1 |
Dis
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 82 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.8239663 |
| Minimum | 0 |
|---|---|
| Maximum | 102 |
| Zeros | 2401 |
| Zeros (%) | 18.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 8 |
| 95-th percentile | 27 |
| Maximum | 102 |
| Range | 102 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 9.8990165 |
|---|---|
| Coefficient of variation (CV) | 1.4506251 |
| Kurtosis | 11.38489 |
| Mean | 6.8239663 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.9125681 |
| Sum | 89121 |
| Variance | 97.990527 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2401 | |
| 1 | 1952 | |
| 2 | 1406 | |
| 3 | 1095 | 8.4% |
| 4 | 865 | 6.6% |
| 5 | 705 | 5.4% |
| 6 | 558 | 4.3% |
| 7 | 467 | 3.6% |
| 8 | 383 | 2.9% |
| 9 | 303 | 2.3% |
| Other values (72) | 2925 |
| Value | Count | Frequency (%) |
| 0 | 2401 | |
| 1 | 1952 | |
| 2 | 1406 | |
| 3 | 1095 | |
| 4 | 865 | 6.6% |
| 5 | 705 | 5.4% |
| 6 | 558 | 4.3% |
| 7 | 467 | 3.6% |
| 8 | 383 | 2.9% |
| 9 | 303 | 2.3% |
| Value | Count | Frequency (%) |
| 102 | 1 | |
| 92 | 1 | |
| 91 | 1 | |
| 89 | 1 | |
| 87 | 1 | |
| 85 | 2 | |
| 78 | 1 | |
| 77 | 1 | |
| 76 | 1 | |
| 75 | 1 |
Ct
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 75 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4640123 |
| Minimum | 0 |
|---|---|
| Maximum | 84 |
| Zeros | 2435 |
| Zeros (%) | 18.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 8 |
| 95-th percentile | 25 |
| Maximum | 84 |
| Range | 84 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 9.0874628 |
|---|---|
| Coefficient of variation (CV) | 1.4058548 |
| Kurtosis | 9.4468669 |
| Mean | 6.4640123 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.7044963 |
| Sum | 84420 |
| Variance | 82.581981 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2435 | |
| 1 | 1976 | |
| 2 | 1430 | |
| 3 | 1084 | 8.3% |
| 4 | 892 | 6.8% |
| 5 | 707 | 5.4% |
| 6 | 548 | 4.2% |
| 7 | 477 | 3.7% |
| 8 | 396 | 3.0% |
| 10 | 298 | 2.3% |
| Other values (65) | 2817 |
| Value | Count | Frequency (%) |
| 0 | 2435 | |
| 1 | 1976 | |
| 2 | 1430 | |
| 3 | 1084 | |
| 4 | 892 | 6.8% |
| 5 | 707 | 5.4% |
| 6 | 548 | 4.2% |
| 7 | 477 | 3.7% |
| 8 | 396 | 3.0% |
| 9 | 292 | 2.2% |
| Value | Count | Frequency (%) |
| 84 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| 74 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 71 | 1 | < 0.1% |
| 70 | 2 | < 0.1% |
| 68 | 1 | < 0.1% |
| 67 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 65 | 7 |
St
Real number (ℝ)
ZEROS
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35995406 |
| Minimum | 0 |
|---|---|
| Maximum | 34 |
| Zeros | 12001 |
| Zeros (%) | 91.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 34 |
| Range | 34 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.9344661 |
|---|---|
| Coefficient of variation (CV) | 5.3742028 |
| Kurtosis | 110.8363 |
| Mean | 0.35995406 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.3525394 |
| Sum | 4701 |
| Variance | 3.7421591 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 0 | 12001 | |
| 1 | 305 | 2.3% |
| 2 | 235 | 1.8% |
| 3 | 112 | 0.9% |
| 4 | 88 | 0.7% |
| 5 | 62 | 0.5% |
| 6 | 52 | 0.4% |
| 7 | 44 | 0.3% |
| 8 | 35 | 0.3% |
| 9 | 26 | 0.2% |
| Other values (24) | 100 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 12001 | |
| 1 | 305 | 2.3% |
| 2 | 235 | 1.8% |
| 3 | 112 | 0.9% |
| 4 | 88 | 0.7% |
| 5 | 62 | 0.5% |
| 6 | 52 | 0.4% |
| 7 | 44 | 0.3% |
| 8 | 35 | 0.3% |
| 9 | 26 | 0.2% |
| Value | Count | Frequency (%) |
| 34 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 32 | 2 | < 0.1% |
| 30 | 2 | < 0.1% |
| 29 | 4 | |
| 28 | 7 | |
| 27 | 2 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 2 | < 0.1% |
| 24 | 3 |
D/I
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1106 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3378297 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 2401 |
| Zeros (%) | 18.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 102.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.13333333 |
| median | 0.2962963 |
| Q3 | 0.49206349 |
| 95-th percentile | 0.9375 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0.35873016 |
Descriptive statistics
| Standard deviation | 0.29760334 |
|---|---|
| Coefficient of variation (CV) | 0.88092711 |
| Kurtosis | 8.1730296 |
| Mean | 0.3378297 |
| Median Absolute Deviation (MAD) | 0.1712963 |
| Skewness | 1.8244842 |
| Sum | 4412.0559 |
| Variance | 0.088567748 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2401 | 18.4% |
| 0.3333333333 | 694 | 5.3% |
| 0.5 | 679 | 5.2% |
| 0.25 | 488 | 3.7% |
| 0.2 | 393 | 3.0% |
| 1 | 373 | 2.9% |
| 0.1666666667 | 289 | 2.2% |
| 0.6666666667 | 245 | 1.9% |
| 0.4 | 234 | 1.8% |
| 0.1428571429 | 201 | 1.5% |
| Other values (1096) | 7063 |
| Value | Count | Frequency (%) |
| 0 | 2401 | |
| 0.0243902439 | 1 | < 0.1% |
| 0.0303030303 | 1 | < 0.1% |
| 0.03125 | 1 | < 0.1% |
| 0.03225806452 | 1 | < 0.1% |
| 0.03333333333 | 1 | < 0.1% |
| 0.03703703704 | 2 | < 0.1% |
| 0.03846153846 | 4 | < 0.1% |
| 0.04347826087 | 3 | < 0.1% |
| 0.04545454545 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 1 | < 0.1% |
| 3 | 7 | 0.1% |
| 2 | 33 | |
| 1.833333333 | 1 | < 0.1% |
| 1.75 | 1 | < 0.1% |
| 1.714285714 | 1 | < 0.1% |
| 1.666666667 | 8 | 0.1% |
| 1.625 | 1 | < 0.1% |
| 1.615384615 | 1 | < 0.1% |
| 1.6 | 1 | < 0.1% |
| Ave | Batting Runs | Bowling_Runs | Ct | Cum Inns Total | Cum SR | Cum batting Ave | Cum battings Runs Total | Cumulative Econ | Cumulative Inns | Cumulative Overs | Cumulative Runs | Cumulative Wkts | D/I | Dis | Econ | Inns | Mat | Overs | SR | Season | St | Wkts | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ave | 1.000 | 0.911 | -0.204 | 0.362 | 0.497 | 0.690 | 0.820 | 0.705 | -0.325 | -0.132 | -0.168 | -0.168 | -0.160 | 0.287 | 0.365 | -0.253 | 0.616 | 0.361 | -0.202 | 0.797 | 0.028 | 0.149 | -0.174 |
| Batting Runs | 0.911 | 1.000 | -0.166 | 0.434 | 0.606 | 0.674 | 0.780 | 0.775 | -0.345 | -0.112 | -0.155 | -0.155 | -0.147 | 0.308 | 0.437 | -0.250 | 0.842 | 0.579 | -0.164 | 0.734 | 0.049 | 0.171 | -0.137 |
| Bowling_Runs | -0.204 | -0.166 | 1.000 | 0.029 | -0.042 | -0.159 | -0.280 | -0.205 | 0.766 | 0.786 | 0.814 | 0.813 | 0.785 | -0.171 | 0.008 | 0.726 | 0.025 | 0.343 | 0.987 | -0.079 | 0.076 | -0.314 | 0.886 |
| Ct | 0.362 | 0.434 | 0.029 | 1.000 | 0.830 | 0.371 | 0.472 | 0.730 | -0.071 | 0.321 | 0.282 | 0.280 | 0.291 | 0.678 | 0.996 | -0.110 | 0.429 | 0.423 | 0.035 | 0.337 | 0.067 | 0.258 | 0.054 |
| Cum Inns Total | 0.497 | 0.606 | -0.042 | 0.830 | 1.000 | 0.499 | 0.618 | 0.912 | -0.141 | 0.279 | 0.228 | 0.231 | 0.230 | 0.341 | 0.827 | -0.157 | 0.614 | 0.471 | -0.039 | 0.430 | 0.084 | 0.217 | -0.022 |
| Cum SR | 0.690 | 0.674 | -0.159 | 0.371 | 0.499 | 1.000 | 0.749 | 0.684 | -0.229 | -0.061 | -0.092 | -0.088 | -0.086 | 0.273 | 0.370 | -0.187 | 0.478 | 0.259 | -0.160 | 0.786 | 0.042 | 0.108 | -0.136 |
| Cum batting Ave | 0.820 | 0.780 | -0.280 | 0.472 | 0.618 | 0.749 | 1.000 | 0.854 | -0.348 | -0.108 | -0.151 | -0.150 | -0.143 | 0.336 | 0.474 | -0.294 | 0.535 | 0.274 | -0.277 | 0.640 | 0.035 | 0.176 | -0.240 |
| Cum battings Runs Total | 0.705 | 0.775 | -0.205 | 0.730 | 0.912 | 0.684 | 0.854 | 1.000 | -0.289 | 0.072 | 0.019 | 0.022 | 0.024 | 0.382 | 0.730 | -0.261 | 0.642 | 0.406 | -0.202 | 0.580 | 0.057 | 0.230 | -0.171 |
| Cumulative Econ | -0.325 | -0.345 | 0.766 | -0.071 | -0.141 | -0.229 | -0.348 | -0.289 | 1.000 | 0.716 | 0.763 | 0.789 | 0.708 | -0.242 | -0.092 | 0.741 | -0.239 | -0.007 | 0.731 | -0.180 | 0.079 | -0.331 | 0.630 |
| Cumulative Inns | -0.132 | -0.112 | 0.786 | 0.321 | 0.279 | -0.061 | -0.108 | 0.072 | 0.716 | 1.000 | 0.993 | 0.991 | 0.957 | -0.084 | 0.297 | 0.596 | 0.008 | 0.240 | 0.789 | -0.024 | 0.072 | -0.324 | 0.702 |
| Cumulative Overs | -0.168 | -0.155 | 0.814 | 0.282 | 0.228 | -0.092 | -0.151 | 0.019 | 0.763 | 0.993 | 1.000 | 0.995 | 0.968 | -0.104 | 0.258 | 0.602 | -0.029 | 0.220 | 0.820 | -0.051 | 0.062 | -0.327 | 0.735 |
| Cumulative Runs | -0.168 | -0.155 | 0.813 | 0.280 | 0.231 | -0.088 | -0.150 | 0.022 | 0.789 | 0.991 | 0.995 | 1.000 | 0.958 | -0.110 | 0.256 | 0.632 | -0.030 | 0.214 | 0.808 | -0.048 | 0.059 | -0.328 | 0.718 |
| Cumulative Wkts | -0.160 | -0.147 | 0.785 | 0.291 | 0.230 | -0.086 | -0.143 | 0.024 | 0.708 | 0.957 | 0.968 | 0.958 | 1.000 | -0.086 | 0.269 | 0.536 | -0.026 | 0.226 | 0.797 | -0.044 | 0.058 | -0.303 | 0.777 |
| D/I | 0.287 | 0.308 | -0.171 | 0.678 | 0.341 | 0.273 | 0.336 | 0.382 | -0.242 | -0.084 | -0.104 | -0.110 | -0.086 | 1.000 | 0.695 | -0.212 | 0.253 | 0.172 | -0.162 | 0.240 | 0.062 | 0.373 | -0.129 |
| Dis | 0.365 | 0.437 | 0.008 | 0.996 | 0.827 | 0.370 | 0.474 | 0.730 | -0.092 | 0.297 | 0.258 | 0.256 | 0.269 | 0.695 | 1.000 | -0.130 | 0.431 | 0.420 | 0.014 | 0.336 | 0.058 | 0.320 | 0.036 |
| Econ | -0.253 | -0.250 | 0.726 | -0.110 | -0.157 | -0.187 | -0.294 | -0.261 | 0.741 | 0.596 | 0.602 | 0.632 | 0.536 | -0.212 | -0.130 | 1.000 | -0.147 | 0.009 | 0.651 | -0.139 | 0.023 | -0.309 | 0.481 |
| Inns | 0.616 | 0.842 | 0.025 | 0.429 | 0.614 | 0.478 | 0.535 | 0.642 | -0.239 | 0.008 | -0.029 | -0.030 | -0.026 | 0.253 | 0.431 | -0.147 | 1.000 | 0.799 | 0.026 | 0.494 | 0.123 | 0.142 | 0.037 |
| Mat | 0.361 | 0.579 | 0.343 | 0.423 | 0.471 | 0.259 | 0.274 | 0.406 | -0.007 | 0.240 | 0.220 | 0.214 | 0.226 | 0.172 | 0.420 | 0.009 | 0.799 | 1.000 | 0.350 | 0.312 | 0.159 | 0.077 | 0.352 |
| Overs | -0.202 | -0.164 | 0.987 | 0.035 | -0.039 | -0.160 | -0.277 | -0.202 | 0.731 | 0.789 | 0.820 | 0.808 | 0.797 | -0.162 | 0.014 | 0.651 | 0.026 | 0.350 | 1.000 | -0.082 | 0.074 | -0.314 | 0.914 |
| SR | 0.797 | 0.734 | -0.079 | 0.337 | 0.430 | 0.786 | 0.640 | 0.580 | -0.180 | -0.024 | -0.051 | -0.048 | -0.044 | 0.240 | 0.336 | -0.139 | 0.494 | 0.312 | -0.082 | 1.000 | 0.050 | 0.101 | -0.063 |
| Season | 0.028 | 0.049 | 0.076 | 0.067 | 0.084 | 0.042 | 0.035 | 0.057 | 0.079 | 0.072 | 0.062 | 0.059 | 0.058 | 0.062 | 0.058 | 0.023 | 0.123 | 0.159 | 0.074 | 0.050 | 1.000 | 0.025 | 0.115 |
| St | 0.149 | 0.171 | -0.314 | 0.258 | 0.217 | 0.108 | 0.176 | 0.230 | -0.331 | -0.324 | -0.327 | -0.328 | -0.303 | 0.373 | 0.320 | -0.309 | 0.142 | 0.077 | -0.314 | 0.101 | 0.025 | 1.000 | -0.269 |
| Wkts | -0.174 | -0.137 | 0.886 | 0.054 | -0.022 | -0.136 | -0.240 | -0.171 | 0.630 | 0.702 | 0.735 | 0.718 | 0.777 | -0.129 | 0.036 | 0.481 | 0.037 | 0.352 | 0.914 | -0.063 | 0.115 | -0.269 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Player | Season | Mat | Inns | Batting Runs | SR | Ave | Country | Cum batting Ave | Cum battings Runs Total | Cum Inns Total | Cum SR | player_id | Overs | Bowling_Runs | Wkts | Econ | Cumulative Overs | Cumulative Wkts | Cumulative Runs | Cumulative Inns | Cumulative Econ | Dis | Ct | St | D/I | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | A Ahmadhel | 2019/20 | 3 | 2.0 | 16.0 | 100.00 | 8.00 | Bulgaria | 8.00 | 16.0 | 2.0 | 100.00 | 55a5cffb | 10.0 | 75.0 | 3.0 | 7.50 | 10.0 | 3.0 | 75.0 | 3.0 | 25.000000 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 1 | A Ahmadhel | 2020 | 1 | 1.0 | 8.0 | 100.00 | 8.00 | Bulgaria | 8.00 | 24.0 | 3.0 | 100.00 | 55a5cffb | 2.0 | 22.0 | 1.0 | 11.00 | 12.0 | 4.0 | 97.0 | 4.0 | 24.250000 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 2 | A Ahmadhel | 2020/21 | 2 | 1.0 | 2.0 | 28.57 | 2.00 | Bulgaria | 6.50 | 26.0 | 4.0 | 76.19 | 55a5cffb | 2.4 | 27.0 | 2.0 | 10.12 | 14.4 | 6.0 | 124.0 | 6.0 | 20.666667 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 3 | A Ahmadhel | 2021 | 3 | 3.0 | 5.0 | 38.46 | 1.66 | Bulgaria | 4.43 | 31.0 | 7.0 | 66.76 | 55a5cffb | 3.0 | 31.0 | 0.0 | 10.33 | 17.4 | 6.0 | 155.0 | 8.0 | 19.375000 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 4 | A Ahmadhel | 2023 | 2 | 0.0 | 0.0 | 0.00 | 0.00 | Bulgaria | 4.43 | 31.0 | 7.0 | 53.41 | 55a5cffb | 0.0 | 0.0 | 0.0 | 0.00 | 17.4 | 6.0 | 155.0 | 8.0 | 19.375000 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 5 | A Ahmadhel | 2024 | 1 | 1.0 | 2.0 | 33.33 | 2.00 | Bulgaria | 4.12 | 33.0 | 8.0 | 50.06 | 55a5cffb | 0.0 | 0.0 | 0.0 | 0.00 | 17.4 | 6.0 | 155.0 | 8.0 | 19.375000 | 1.0 | 1.0 | 0.0 | 0.090909 |
| 6 | A Amado | 2022 | 3 | 3.0 | 25.0 | 67.56 | 8.33 | Israel | 8.33 | 25.0 | 3.0 | 67.56 | 14ea3348 | 6.0 | 58.0 | 3.0 | 9.66 | 6.0 | 3.0 | 58.0 | 3.0 | 19.333333 | 2.0 | 2.0 | 0.0 | 0.666667 |
| 7 | A Andrews | 2021/22 | 3 | 1.0 | 0.0 | 0.00 | 0.00 | Switzerland | 0.00 | 0.0 | 1.0 | 0.00 | 1d45c01a | 10.0 | 61.0 | 4.0 | 6.10 | 10.0 | 4.0 | 61.0 | 3.0 | 20.333333 | 4.0 | 4.0 | 0.0 | 1.333333 |
| 8 | A Andrews | 2022 | 4 | 3.0 | 34.0 | 85.00 | 17.00 | Switzerland | 12.75 | 34.0 | 4.0 | 42.50 | 1d45c01a | 1.0 | 21.0 | 0.0 | 21.00 | 11.0 | 4.0 | 82.0 | 4.0 | 20.500000 | 7.0 | 7.0 | 0.0 | 1.000000 |
| 9 | A Ashok | 2023 | 1 | 0.0 | 0.0 | 0.00 | 0.00 | New Zealand | 0.00 | 0.0 | 0.0 | 0.00 | 321be7e3 | 4.0 | 28.0 | 1.0 | 7.00 | 4.0 | 1.0 | 28.0 | 1.0 | 28.000000 | 0.0 | 0.0 | 0.0 | 0.000000 |
| Player | Season | Mat | Inns | Batting Runs | SR | Ave | Country | Cum batting Ave | Cum battings Runs Total | Cum Inns Total | Cum SR | player_id | Overs | Bowling_Runs | Wkts | Econ | Cumulative Overs | Cumulative Wkts | Cumulative Runs | Cumulative Inns | Cumulative Econ | Dis | Ct | St | D/I | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 13050 | Zubaidi Zulkifle | 2024 | 8 | 8.0 | 138.0 | 117.94 | 19.71 | Malaysia | 21.40 | 1183.0 | 59.0 | 143.56 | dca8273d | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 28.0 | 28.0 | 0.0 | 0.474576 |
| 13051 | Zuhaib Zubair | 2023/24 | 2 | 1.0 | 13.0 | 144.44 | 13.00 | United Arab Emirates | 13.00 | 13.0 | 1.0 | 144.44 | 9124aa4c | 6.0 | 48.0 | 0.0 | 8.00 | 6.0 | 0.0 | 48.0 | 2.0 | 24.000000 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 13052 | Zuhair Muhammad | 2023/24 | 2 | 2.0 | 7.0 | 43.75 | 3.50 | Saudi Arabia | 3.50 | 7.0 | 2.0 | 43.75 | 22ae4973 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 13053 | Zulfiqar Babar | 2013 | 3 | 2.0 | 24.0 | 104.34 | 12.00 | Pakistan | 12.00 | 24.0 | 2.0 | 104.34 | 3a0f6df2 | 12.0 | 81.0 | 7.0 | 6.75 | 12.0 | 7.0 | 81.0 | 3.0 | 27.000000 | 1.0 | 1.0 | 0.0 | 0.333333 |
| 13054 | Zulfiqar Babar | 2013/14 | 4 | 1.0 | 3.0 | 75.00 | 3.00 | Pakistan | 9.00 | 27.0 | 3.0 | 89.67 | 3a0f6df2 | 14.0 | 104.0 | 5.0 | 7.42 | 26.0 | 12.0 | 185.0 | 7.0 | 26.428571 | 1.0 | 1.0 | 0.0 | 0.142857 |
| 13055 | Zulqarnain Haider | 2019 | 4 | 1.0 | 0.0 | 0.00 | 0.00 | Spain | 0.00 | 0.0 | 1.0 | 0.00 | 2d46e8ed | 10.0 | 53.0 | 3.0 | 5.30 | 10.0 | 3.0 | 53.0 | 4.0 | 13.250000 | 1.0 | 1.0 | 0.0 | 0.250000 |
| 13056 | Zulqarnain Haider | 2019/20 | 1 | 0.0 | 0.0 | 0.00 | 0.00 | Spain | 0.00 | 0.0 | 1.0 | 0.00 | 2d46e8ed | 3.0 | 7.0 | 0.0 | 2.33 | 13.0 | 3.0 | 60.0 | 5.0 | 12.000000 | 1.0 | 1.0 | 0.0 | 0.200000 |
| 13057 | Zulqarnain Haider | 2022 | 6 | 3.0 | 8.0 | 66.66 | 4.00 | Spain | 3.00 | 8.0 | 4.0 | 22.22 | 2d46e8ed | 15.0 | 91.0 | 5.0 | 6.06 | 28.0 | 8.0 | 151.0 | 11.0 | 13.727273 | 1.0 | 1.0 | 0.0 | 0.090909 |
| 13058 | Zulqarnain Haider | 2006/07 | 1 | 1.0 | 5.0 | 55.55 | 5.00 | Pakistan | 5.00 | 5.0 | 1.0 | 55.55 | ee9bdbc8 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 13059 | Zulqarnain Haider | 2010/11 | 2 | 2.0 | 18.0 | 85.71 | 9.00 | Pakistan | 7.67 | 23.0 | 3.0 | 70.63 | ee9bdbc8 | 0.0 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 1.0 | 0.0 | 1.0 | 0.333333 |